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Image Deblurring

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 121–130 of 396 papers

Title	Date	Tasks	Status	Hype	Score
Microscopy Image Restoration with Deep Wiener-Kolmogorov filters	Nov 25, 2019	DeblurringDeep Learning	CodeCode Available	0	5
MixNet: Efficient Global Modeling for Ultra-High-Definition Image Restoration	Jan 19, 2024	DeblurringImage Deblurring	CodeCode Available	0	5
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring	Dec 7, 2016	DeblurringImage Deblurring	CodeCode Available	0	5
Blind Image Deconvolution using Pretrained Generative Priors	Aug 20, 2019	Blind Image DeblurringDeblurring	CodeCode Available	0	5
Blind Image Deconvolution using Deep Generative Priors	Feb 12, 2018	DeblurringImage Deblurring	CodeCode Available	0	5
Deep learning Framework for Mobile Microscopy	Jul 27, 2020	DeblurringDeep Learning	CodeCode Available	0	5
Learning Deep Gradient Descent Optimization for Image Deconvolution	Apr 10, 2018	Blind Image DeblurringDeblurring	CodeCode Available	0	5
AGEM: Solving Linear Inverse Problems via Deep Priors and Sampling	Dec 1, 2019	Bayesian InferenceDeblurring	CodeCode Available	0	5
Iterative Residual Image Deconvolution	Apr 17, 2018	DeblurringImage Deblurring	CodeCode Available	0	5
Deblurring Face Images using Uncertainty Guided Multi-Stream Semantic Networks	Jul 30, 2019	DeblurringImage Deblurring	CodeCode Available	0	5

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All datasets GoPro HIDE HIDE (trained on GOPRO)RealBlur-J RealBlur-R RealBlur-R(trained on GoPro)Real-world Dataset

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.5	—	Unverified
2	MDT	PSNR	34.26	—	Unverified
3	fftformer	PSNR	34.21	—	Unverified
4	LoFormer	PSNR	34.09	—	Unverified
5	UFPDeblur	PSNR	34.06	—	Unverified
6	ALGNet-B	PSNR	34.05	—	Unverified
7	MR-VNet	PSNR	34.04	—	Unverified
8	Hi-IR-L	PSNR	33.99	—	Unverified
9	GRL	PSNR	33.93	—	Unverified
10	Instruct-IPT	PSNR	33.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	AdaRevD	PSNR	32.35	—	Unverified
2	EVSSM	PSNR	31.97	—	Unverified
3	ALGNet-B	PSNR	31.68	—	Unverified
4	M3SNet	PSNR	31.49	—	Unverified
5	MAXIM-3S	SSIM	0.96	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Hi-IR-L	PSNR	31.64	—	Unverified
2	M3SNet	PSNR	31.49	—	Unverified
3	MHNet	PSNR	30.71	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	34.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	41.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SDWNet	PSNR	35.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	EVSSM	PSNR	48.78	—	Unverified